I study radical-based advanced oxidation and disinfection in natural and engineered waters. We combine kinetics experiments with data-driven and quantum modeling to predict reactivity and transformation products, informing UV/ozone/chlorine AOP design, wastewater reuse, and plasma–liquid processes.